{"id":"W3000572301","doi":"","title":"A Western Canada perspective on climate change and agriculture","year":2008,"lang":"en","type":"article","venue":"Rothamsted Repository (Rothamsted Repository)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Perspective (graphical); Agriculture; Environmental resource management; Geography; Political science; Environmental science; Computer science; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242382,0.0008135565,0.0006171259,0.004355117,0.008549507,0.006724002,0.001463721,0.002643004,0.01727747],"category_scores_gemma":[0.001796179,0.0003816938,0.0005824998,0.009384567,0.003876545,0.003675655,0.002454991,0.003757162,0.001077506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08987454,"about_ca_system_score_gemma":0.1725758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974528,"about_ca_topic_score_gemma":0.9988236,"domain_scores_codex":[0.9980074,0.0001833669,0.00008332056,0.0001470877,0.0008110286,0.0007679463],"domain_scores_gemma":[0.9980528,0.0001197259,0.00009029217,0.00005083984,0.001255419,0.0004308328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001337678,0.00008682394,0.00981884,0.0006937518,0.0001033494,0.0008991456,0.00584365,0.002408495,0.0006604213,0.3660654,0.4661209,0.1471654],"study_design_scores_gemma":[0.00001658133,0.00001358085,0.01743584,0.0008748745,0.00006681078,0.0001292685,0.00501857,0.0004676231,0.0001400813,0.01824751,0.9575206,0.00006871445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01555155,0.1992829,0.001505803,0.2744318,0.003967098,0.0000545133,0.003766581,0.0002218388,0.5012178],"genre_scores_gemma":[0.3094538,0.2688323,0.005404878,0.05064967,0.001524457,0.0001074145,0.001624197,0.000210109,0.3621933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08987454,"threshold_uncertainty_score":0.6520885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950310592059736,"score_gpt":0.1858865519918917,"score_spread":0.1663834460712943,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}